{"id":"W2791416177","doi":"10.5539/ass.v14n4p136","title":"CPNT Model Analysis on New Media and “Gangnam Style”","year":2018,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Style (visual arts); Advertising; Variety (cybernetics); Key (lock); Popular music; Media studies; Sociology; Computer science; Art; Visual arts; Artificial intelligence; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00161826,0.00009763234,0.0001863357,0.0002925476,0.002800804,0.0002425945,0.0004794475,0.00008266351,0.0004477531],"category_scores_gemma":[0.0004788552,0.00009394475,0.0001066762,0.003611449,0.003398384,0.0002929019,0.00004996352,0.0001011522,0.00007888045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001816168,"about_ca_system_score_gemma":0.000811447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005218687,"about_ca_topic_score_gemma":0.03445942,"domain_scores_codex":[0.9979576,0.0001094274,0.0001675164,0.0004539534,0.0009009512,0.0004105251],"domain_scores_gemma":[0.9991139,0.00008331546,0.00008182499,0.0001932025,0.0001920486,0.0003356659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001674357,0.0001125539,0.004190673,0.000002962557,0.0001067526,0.000001561215,0.2728513,0.00004700238,0.0001829837,0.2955757,0.001815058,0.4250967],"study_design_scores_gemma":[0.001368862,0.000400113,0.5153884,0.00004694231,0.002117399,4.596145e-7,0.1413708,0.07922391,0.0007178965,0.2283403,0.02866478,0.002360105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1281651,0.00003474731,0.01894008,0.01588444,0.0002171131,0.0002520597,0.00001537981,0.0001615284,0.8363295],"genre_scores_gemma":[0.9972302,0.000008146974,0.0002734802,0.0005818625,0.0006549587,0.000003653508,0.000002433923,0.000003861706,0.001241343],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8690652,"threshold_uncertainty_score":0.9993138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0271447134108481,"score_gpt":0.3259856643179024,"score_spread":0.2988409509070543,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}